The landscape in artificial intelligence has been rapidly evolving, with a notable shift towards edge computing. This paradigm brings significant advantages by processing data on-site, reducing latency and improving real-time decision-making. Edge AI solutions embrace increasingly accessible, revolutionizing the field by enabling organizations of a